2009 · 26 citations · 2 references
ComputingComputer ScienceInformation TechnologyData MiningInformation RetrievalText AnalyticsDatabase ManagementDocument ManagementDuplicate DetectionPlagiarism DetectionText MiningText Similarity AnalysisAlgorithm FingerprintingComputational Plagiarism DetectionDocumentary FragmentsFingerprintingMachine Learning Approaches To Plagiarism DetectionPlagiarism ClassificationSimilarity CheckingSimilarity Detection
Abstract: The paper presents an approach for plagiarism detection using Microsoft SQL Server platform in a large corpus of documents. The approach was used for participation in the first international plagiarism detection competition that was held as a part of PAN’09 workshop. The main advantages of the proposed approach are its high precision, good performance and readiness for deployment into a production environment with relatively low cost of the required third party software. The approach uses fingerprinting-based algorithm to compare documents and Levenstein’s metric to markup plagiarized fragments in the texts.
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Saul Schleimer, Daniel Shawcross Wilkerson, Alex Aiken · 2003 · 1.1K citations